Presentation 2002/10/10
Error Correcting Output Codes for Multi-Category Classification
Yuji KANEDA, Naonori UEDA,
PDF Download Page PDF download Page Link
Abstract(in Japanese) (See Japanese page)
Abstract(in English) In this report, we present a general algorithm for multi-category classification problem based on error correcting output codes(ECOC). This type of classification is essentially different from the conventional classification in the sense that in the former a pattern is not assumed to belong to one of exclusive categories. We experemintally show the usefuleness of the proposed algorithm by applying the method to multi-topic text categorization.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) Text Classification / Multi-Category Classification / Error Correcting Output Codes / Reclassification
Paper # NC2002-46
Date of Issue

Conference Information
Committee NC
Conference Date 2002/10/10(1days)
Place (in Japanese) (See Japanese page)
Place (in English)
Topics (in Japanese) (See Japanese page)
Topics (in English)
Chair
Vice Chair
Secretary
Assistant

Paper Information
Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) Error Correcting Output Codes for Multi-Category Classification
Sub Title (in English)
Keyword(1) Text Classification
Keyword(2) Multi-Category Classification
Keyword(3) Error Correcting Output Codes
Keyword(4) Reclassification
1st Author's Name Yuji KANEDA
1st Author's Affiliation NTT Communication Science Laboratories()
2nd Author's Name Naonori UEDA
2nd Author's Affiliation NTT Communication Science Laboratories
Date 2002/10/10
Paper # NC2002-46
Volume (vol) vol.102
Number (no) 381
Page pp.pp.-
#Pages 6
Date of Issue